Non-intrusive FPGA-based profiler for loop execution characterization

Pavan Kumar Nadimpalli, S. Roy
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Abstract

Embedded system design involves meeting strict design goals such as performance, area and power consumption. In-order to meet these design goals embedded systems are implemented in programmable processors and application-specific hardware. Hardware/Software partitioning is thus, a critical step in the realization of embedded systems. The initial software description of the application is profiled to identify the critical sections of the software code which consume the largest percentage of execution time. These critical sections are then chosen as ideal candidates to be implemented as application specific hardware. It is reported that 90 percent of the execution time is spent in executing loops in typical embedded systems applications. In this paper we present a non-intrusive, low overhead FPGA based hardware profiler to identify at run-time the different loops and the time taken to execute these loops from the execution of different scenarios of the application software when compiled on the chosen programmable processor.
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非侵入式基于fpga的循环执行表征分析器
嵌入式系统设计需要满足性能、面积和功耗等严格的设计目标。为了满足这些设计目标,嵌入式系统在可编程处理器和特定应用硬件中实现。因此,硬件/软件分区是实现嵌入式系统的关键步骤。对应用程序的初始软件描述进行概要分析,以确定软件代码中消耗最大执行时间百分比的关键部分。然后选择这些关键部分作为理想的候选者,作为特定于应用程序的硬件实现。据报道,在典型的嵌入式系统应用程序中,90%的执行时间花在执行循环上。在本文中,我们提出了一个非侵入式的、低开销的基于FPGA的硬件分析器,用于在运行时识别不同的循环和执行这些循环所花费的时间,这些循环来自于在选定的可编程处理器上编译的应用软件的不同场景的执行。
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